Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2024-12-22 0.241888 0.270530 0.302530 0.341191 0.386981 0.439921 0.506405
2024-12-29 0.195407 0.232988 0.278976 0.340462 0.422226 0.529818 0.686789
2025-01-05 0.161908 0.201242 0.252372 0.325729 0.431901 0.586367 0.841726
2025-01-12 0.138560 0.177411 0.230181 0.309996 0.433389 0.628215 0.987072
2025-01-19 0.122368 0.160421 0.213961 0.298550 0.436865 0.671619 1.149859
2025-01-26 0.116886 0.157333 0.216562 0.314992 0.487099 0.806705 1.550439
2025-02-02 0.115175 0.159244 0.226485 0.344362 0.566162 1.022827 2.275361
2025-02-09 0.111027 0.156848 0.229135 0.361624 0.627170 1.227335 3.161094
2025-02-16 0.106210 0.152793 0.228405 0.372463 0.678028 1.431705 4.291729
2025-02-23 0.100243 0.146259 0.222634 0.372714 0.706147 1.592025 5.499333
2025-03-02 0.091876 0.135081 0.207667 0.352755 0.683593 1.601152 6.039463
2025-03-09 0.086307 0.128130 0.199492 0.345299 0.689268 1.699685 7.268170
2025-03-16 0.080915 0.121356 0.191498 0.338213 0.697345 1.822417 9.074542
2025-03-23 0.077299 0.117396 0.188366 0.341245 0.733595 2.072408 12.919236
2025-03-30 0.071940 0.110009 0.178145 0.327345 0.720658 2.131634 15.370029
2025-04-06 0.066892 0.102840 0.167743 0.311709 0.699431 2.148308 17.597501
2025-04-13 0.062783 0.097082 0.159595 0.300224 0.687982 2.205046 21.072913
2025-04-20 0.062108 0.097415 0.163289 0.316807 0.766425 2.754676 42.571984
2025-04-27 0.062654 0.099996 0.171707 0.346418 0.899886 3.803878 148.943637
2025-05-04 0.061887 0.100060 0.174977 0.363823 1.000520 4.868517 690.402216
2025-05-11 0.060573 0.098980 0.175719 0.374754 1.082786 6.006404 10261.536771
2025-05-18 0.058497 0.096288 0.172734 0.375008 1.122703 6.882360 NaN
2025-05-25 0.055024 0.090684 0.162969 0.354881 1.068967 6.670181 NaN